Segmentation on MSD Spleen
97.38Dice ScoreAnatomy-Informed Synthetic Supervised Pre-training
Evaluation results
| Method | Links | |
|---|---|---|
| Anatomy-Informed Synthetic Supervised Pre-trainingBackbone=SwinUNETR2026.03 | 97.38 | |
| PrimGeoSegBackbone=SwinUNETR2026.03 | 96.96 | |
| PrimGeoSegBackbone=UNETR2026.03 | 96.3 | |
| Anatomy-Informed Synthetic Supervised Pre-trainingBackbone=UNETR2026.03 | 96.2 | |
| TGC-Net2025.12 | 95.93 | |
| ScratchBackbone=SwinUNETR2026.03 | 95.92 | |
| CRiSP-SAM22025.12 | 95.33 | |
| CATprompting=anatomical2025.12 | 94.26 | |
| ZePT2025.12 | 94.03 | |
| SegVolprompting=geometric2025.12 | 92.79 | |
| ScratchBackbone=UNETR2026.03 | 92.52 | |
| CT-SAM3Dprompting=geometric2025.12 | 91.83 | |
| MedSAM-2prompting=geometric2025.12 | 86.29 | |
| SAM2prompting=geometric2025.12 | 83.6 | |
| I-MedSAMprompting=geometric2025.12 | 81.37 | |
| LViT2025.12 | 79.4 | |
| MedSAMprompting=geometric2025.12 | 76.07 | |
| SAMprompting=geometric2025.12 | 73.82 |